The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Numbers as on EOD 

## [1] "2021-02-12"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "108188977 (up from 107780490 yesterday: 0.38 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "2383000 (up from 2368680 yesterday: 0.6 % increase)"

Overall Confirmed Cases Count Worldwide in the past 21 Days 

## [1] 9984757

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 2.2



In- Depth Country Wise Stats (With Atleast 100000 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days TotalDeaths NewDeaths DeathsPercentIncrease FatalityRate
US 27492023 99511 0.36 2645345 480887 5443 1.14 1.75
India 10892746 12143 0.11 253062 155550 103 0.07 1.43
Brazil 9765455 51546 0.53 1011535 237489 1288 0.55 2.43
United Kingdom 4025574 15198 0.38 431480 116507 759 0.66 2.89
Russia 3997898 14867 0.37 360036 77911 496 0.64 1.95
France 3466629 665 0.02 396934 80954 3 0.00 2.34
Spain 3056035 14581 0.48 556475 64747 530 0.83 2.12
Italy 2697296 13893 0.52 255442 93045 316 0.34 3.45
Turkey 2572190 7763 0.30 153718 27284 97 0.36 1.06
Germany 2330422 9197 0.40 205161 64771 547 0.85 2.78
Colombia 2185169 5528 0.25 197751 57196 213 0.37 2.62
Argentina 2015496 7151 0.36 161666 50029 155 0.31 2.48
Mexico 1978954 10388 0.53 246664 172557 1323 0.77 8.72
Poland 1577036 6378 0.41 112588 40424 247 0.61 2.56
Iran 1503753 7298 0.49 142901 58809 58 0.10 3.91
South Africa 1487681 2781 0.19 95113 47670 288 0.61 3.20
Ukraine 1307806 4995 0.38 85347 25457 127 0.50 1.95
Peru 1212309 8807 0.73 129402 43045 0 0.00 3.55
Indonesia 1201859 9869 0.83 236576 32656 275 0.85 2.72
Czechia 1073966 9014 0.85 149119 17902 130 0.73 1.67
Netherlands 1035841 4387 0.43 84094 14847 65 0.44 1.43
Canada 824611 2679 0.33 82343 21168 79 0.37 2.57
Portugal 781223 2854 0.37 172087 15034 149 1.00 1.92
Chile 768471 4164 0.54 78405 19345 83 0.43 2.52
Romania 757676 2550 0.34 51201 19277 77 0.40 2.54
Belgium 735220 2120 0.29 45949 21599 48 0.22 2.94
Israel 718746 3934 0.55 129718 5304 21 0.40 0.74
Iraq 639438 2530 0.40 27346 13157 13 0.10 2.06
Sweden 608411 3834 0.63 61245 12428 58 0.47 2.04
Pakistan 561625 1262 0.23 30807 12276 58 0.47 2.19
Philippines 545300 2018 0.37 35413 11495 26 0.23 2.11
Switzerland 540727 1253 0.23 31448 9747 18 0.19 1.80
Bangladesh 539975 444 0.08 9085 8253 5 0.06 1.53
Morocco 477656 496 0.10 12812 8450 10 0.12 1.77
Austria 430870 1731 0.40 28984 8170 32 0.39 1.90
Serbia 417871 1928 0.46 37069 4199 16 0.38 1.00
Japan 413441 1316 0.32 56267 6863 63 0.93 1.66
Hungary 383735 1860 0.49 26762 13543 99 0.74 3.53
Saudi Arabia 372073 353 0.09 6085 6424 4 0.06 1.73
Jordan 343563 1579 0.46 24652 4433 12 0.27 1.29
United Arab Emirates 342974 3307 0.97 72164 986 12 1.23 0.29
Lebanon 334093 2934 0.89 61632 3915 49 1.27 1.17
Panama 330985 910 0.28 23192 5595 23 0.41 1.69
Slovakia 273904 2431 0.90 40877 5733 104 1.85 2.09
Nepal 272557 127 0.05 3609 2054 2 0.10 0.75
Belarus 265284 1733 0.66 31173 1830 10 0.55 0.69
Georgia 264665 507 0.19 12691 3336 15 0.45 1.26
Ecuador 263517 1304 0.50 26359 15220 46 0.30 5.78
Malaysia 258306 3318 1.30 82126 953 17 1.82 0.37
Kazakhstan 249562 996 0.40 26861 3135 3 0.10 1.26
Croatia 237080 371 0.16 9111 5282 19 0.36 2.23
Bolivia 235098 1244 0.53 36841 11107 63 0.57 4.72
Azerbaijan 231840 191 0.08 3314 3173 3 0.09 1.37
Bulgaria 229010 966 0.42 14580 9594 33 0.35 4.19
Dominican Republic 227764 1050 0.46 26619 2917 13 0.45 1.28
Tunisia 221455 977 0.44 28182 7461 32 0.43 3.37
Ireland 207720 919 0.44 23441 3865 19 0.49 1.86
Denmark 204480 428 0.21 10760 2281 11 0.48 1.12
Costa Rica 199187 431 0.22 9879 2714 4 0.15 1.36
Lithuania 187991 0 0.00 13069 2988 0 0.00 1.59
Slovenia 178133 993 0.56 22381 3692 15 0.41 2.07
Kuwait 176052 1021 0.58 15685 992 7 0.71 0.56
Egypt 172602 609 0.35 12139 9899 42 0.43 5.74
Greece 170244 1372 0.81 19203 6077 21 0.35 3.57
Armenia 168830 154 0.09 3119 3138 3 0.10 1.86
Moldova 168826 1280 0.76 13524 3626 19 0.53 2.15
Guatemala 166283 751 0.45 13327 6057 34 0.56 3.64
West Bank and Gaza 166200 665 0.40 11643 1918 8 0.42 1.15
Honduras 159024 669 0.42 19842 3848 10 0.26 2.42
Qatar 156351 450 0.29 7830 254 0 0.00 0.16
Ethiopia 145548 686 0.47 12667 2177 6 0.28 1.50
Nigeria 144521 1005 0.70 26383 1734 24 1.40 1.20
Paraguay 142598 823 0.58 16228 2904 13 0.45 2.04
Burma 141543 21 0.01 4952 3188 4 0.13 2.25
Oman 136622 0 0.00 4136 1539 0 0.00 1.13
Venezuela 132259 431 0.33 9464 1267 7 0.56 0.96
Libya 126881 520 0.41 14341 2014 5 0.25 1.59
Bosnia and Herzegovina 125402 279 0.22 5982 4881 13 0.27 3.89
Bahrain 111312 896 0.81 12102 395 2 0.51 0.35
Algeria 110303 254 0.23 5179 2932 2 0.07 2.66
Kenya 102613 260 0.25 2844 1794 0 0.00 1.75
China 100559 32 0.03 1673 4828 1 0.02 4.80

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
California 3471311 9558 0.28 324104 46466 444 0.96 1.34 87854.11 1175.99 1 in 11
Texas 2554842 11606 0.46 327053 40901 366 0.90 1.60 88110.51 1410.58 1 in 11
Florida 1814422 7617 0.42 186819 28565 183 0.64 1.57 84479.20 1329.98 1 in 12
New York 1522785 8715 0.58 213382 45597 144 0.32 2.99 78277.96 2343.89 1 in 13
Illinois 1158431 2598 0.22 65056 22027 42 0.19 1.90 91417.88 1738.27 1 in 11
Georgia 958985 3900 0.41 105812 15708 195 1.26 1.64 90321.82 1479.46 1 in 11
Ohio 934742 3305 0.35 80760 15136 2559 20.35 1.62 79966.98 1294.88 1 in 13
Pennsylvania 891135 3272 0.37 92697 22948 113 0.49 2.58 69609.11 1792.53 1 in 14
North Carolina 814594 4128 0.51 109059 10376 82 0.80 1.27 77668.52 989.31 1 in 13
Arizona 793532 2426 0.31 85491 14834 172 1.17 1.87 104207.90 1948.02 1 in 10
Tennessee 754279 2246 0.30 52432 10893 81 0.75 1.44 110384.87 1594.13 1 in 9
New Jersey 740062 3732 0.51 89673 22393 64 0.29 3.03 83319.77 2521.11 1 in 12
Indiana 646425 1419 0.22 40999 12117 90 0.75 1.87 96019.60 1799.85 1 in 10
Michigan 628012 1535 0.25 33092 16027 8 0.05 2.55 62883.85 1604.81 1 in 16
Wisconsin 605785 1102 0.18 27794 6734 11 0.16 1.11 104043.26 1156.56 1 in 10
Massachusetts 553812 2416 0.44 62360 15358 89 0.58 2.77 79690.88 2209.94 1 in 13
Virginia 544209 3191 0.59 80458 6966 8 0.11 1.28 63758.16 816.12 1 in 16
Missouri 486169 917 0.19 26299 7736 34 0.44 1.59 79213.80 1260.46 1 in 13
South Carolina 480157 3870 0.81 70969 7894 57 0.73 1.64 93257.66 1533.20 1 in 11
Alabama 478667 1097 0.23 42580 9180 159 1.76 1.92 97623.69 1872.25 1 in 10
Minnesota 471851 1048 0.22 19583 6430 19 0.30 1.36 83666.98 1140.15 1 in 12
Louisiana 418585 1170 0.28 38330 9276 37 0.40 2.22 90041.63 1995.36 1 in 11
Colorado 411774 2091 0.51 28766 5790 9 0.16 1.41 71504.23 1005.43 1 in 14
Oklahoma 410818 1417 0.35 44826 3959 11 0.28 0.96 103821.33 1000.51 1 in 10
Kentucky 386326 1423 0.37 45548 4253 42 1.00 1.10 86471.41 951.95 1 in 12
Maryland 368977 1112 0.30 32062 7503 36 0.48 2.03 61031.51 1241.05 1 in 16
Utah 359641 1060 0.30 26523 1785 11 0.62 0.50 112178.95 556.78 1 in 9
Iowa 328565 1133 0.35 16870 5223 27 0.52 1.59 104138.74 1655.43 1 in 10
Washington 327167 1008 0.31 28918 4675 42 0.91 1.43 42964.10 613.93 1 in 23
Arkansas 311608 565 0.18 30226 5212 13 0.25 1.67 103255.82 1727.07 1 in 10
Kansas 288475 1199 0.42 19567 4329 59 1.38 1.50 99019.54 1485.94 1 in 10
Nevada 287023 636 0.22 18811 4663 26 0.56 1.62 93184.57 1513.88 1 in 11
Mississippi 285648 984 0.35 24481 6429 39 0.61 2.25 95979.07 2160.17 1 in 10
Connecticut 267337 838 0.31 29522 7381 27 0.37 2.76 74983.30 2070.24 1 in 13
Nebraska 195485 479 0.25 9230 2002 12 0.60 1.02 101056.76 1034.94 1 in 10
New Mexico 179724 401 0.22 11993 3502 23 0.66 1.95 85712.28 1670.14 1 in 12
Idaho 167225 349 0.21 8427 1796 5 0.28 1.07 93314.14 1002.20 1 in 11
Oregon 149576 494 0.33 12737 2094 38 1.85 1.40 35463.57 496.47 1 in 28
West Virginia 126887 467 0.37 13272 2200 13 0.59 1.73 70999.76 1231.01 1 in 14
Rhode Island 120821 440 0.37 11086 2290 16 0.70 1.90 114050.83 2161.68 1 in 9
South Dakota 110068 209 0.19 3352 1831 2 0.11 1.66 124418.56 2069.72 1 in 8
North Dakota 98466 113 0.11 1901 1461 1 0.07 1.48 129209.96 1917.17 1 in 8
Montana 97063 221 0.23 6014 1324 4 0.30 1.36 90816.80 1238.80 1 in 11
Puerto Rico 96924 288 0.30 7642 1907 5 0.26 1.97 30348.56 597.11 1 in 33
Delaware 82263 388 0.47 9030 1269 7 0.55 1.54 84479.40 1303.19 1 in 12
New Hampshire 70072 460 0.66 9121 1126 9 0.81 1.61 51534.48 828.12 1 in 19
Alaska 56405 154 0.27 3504 282 2 0.71 0.50 77103.94 385.49 1 in 13
Wyoming 53086 107 0.20 2503 647 0 0.00 1.22 91723.84 1117.91 1 in 11
Maine 42265 201 0.48 5991 643 2 0.31 1.52 31442.21 478.35 1 in 32
District of Columbia 38670 137 0.36 3765 976 3 0.31 2.52 54792.85 1382.93 1 in 18
Hawaii 26958 81 0.30 1849 424 1 0.24 1.57 19039.86 299.46 1 in 53
Vermont 13415 166 1.25 2656 189 1 0.53 1.41 21498.78 302.89 1 in 47

US Tested- Confirmed Funnel (All States)

State Level Figures

State Tested Confirmed ConfirmationRate TestedinPast21Days ConfirmedinPast21Days ConfirmationRateForPast21Days TestsPerMillPopl
1 California 45125441 3471311 7.69 5399602 324104 6.00 1142062.8
2 Texas 18605754 2554842 13.73 2284674 327053 14.32 641668.9
3 Florida 20343123 1814422 8.92 2217067 186819 8.43 947172.6
4 New York 34548681 1522785 4.41 4517730 213382 4.72 1775956.6
5 Illinois 17021919 1158431 6.81 1812403 65056 3.59 1343289.1
6 Georgia 6792960 958985 14.12 670894 105812 15.77 639793.7
7 Ohio 9524660 934742 9.81 842029 80760 9.59 814832.6
8 Pennsylvania 9727728 891135 9.16 5399795 92697 1.72 759860.7
9 North Carolina 9606637 814594 8.48 1218985 109059 8.95 915957.3
10 Arizona 3605169 793532 22.01 296478 85491 28.84 473436.6
11 Tennessee 6690985 754279 11.27 459507 52432 11.41 979191.4
12 New Jersey 10007798 740062 7.39 1000854 89673 8.96 1126726.4
13 Indiana 7470213 646425 8.65 817713 40999 5.01 1109621.2
14 Michigan 9805682 628012 6.40 772310 33092 4.28 981858.7
15 Wisconsin 6454144 605785 9.39 516555 27794 5.38 1108495.9
16 Massachusetts 14737744 553812 3.76 1983538 62360 3.14 2120690.4
17 Virginia 5553955 544209 9.80 605470 80458 13.29 650687.4
18 Missouri 4311062 486169 11.28 298031 26299 8.82 702421.6
19 South Carolina 4595965 480157 10.45 695434 70969 10.20 892643.3
20 Alabama 2218143 478667 21.58 151792 42580 28.05 452388.2
21 Minnesota 6535718 471851 7.22 550786 19583 3.56 1158890.9
22 Louisiana 5306282 418585 7.89 530330 38330 7.23 1141431.9
23 Colorado 5799358 411774 7.10 613950 28766 4.69 1007054.0
24 Oklahoma 3358452 410818 12.23 318099 44826 14.09 848743.1
25 Kentucky 3750687 386326 10.30 265901 45548 17.13 839516.9
26 Maryland 7388614 368977 4.99 758050 32062 4.23 1222131.2
27 Utah 2723333 359641 13.21 212779 26523 12.47 849460.0
28 Iowa 1277491 328565 25.72 48377 16870 34.87 404901.0
29 Washington 4840076 327167 6.76 514278 28918 5.62 635606.6
30 Arkansas 2569944 311608 12.13 242516 30226 12.46 851588.2
31 Kansas 1217589 288475 23.69 80178 19567 24.40 417939.5
32 Nevada 2590646 287023 11.08 195504 18811 9.62 841076.2
33 Mississippi 1646285 285648 17.35 129003 24481 18.98 553159.5
34 Connecticut 6214545 267337 4.30 760931 29522 3.88 1743070.1
35 Nebraska 2231446 195485 8.76 242542 9230 3.81 1153555.0
36 New Mexico 2512101 179724 7.15 297606 11993 4.03 1198047.6
37 Idaho 619943 167225 26.97 34584 8427 24.37 345937.8
38 Oregon 3364377 149576 4.45 341045 12737 3.73 797673.5
39 West Virginia 2068472 126887 6.13 225806 13272 5.88 1157415.7
40 Rhode Island 2736973 120821 4.41 373842 11086 2.97 2583607.5
41 South Dakota 412176 110068 26.70 16699 3352 20.07 465915.1
42 North Dakota 1376213 98466 7.15 56312 1901 3.38 1805906.9
43 Montana 1015005 97063 9.56 115236 6014 5.22 949687.4
45 Delaware 1300275 82263 6.33 143149 9030 6.31 1335308.1
46 New Hampshire 1341481 70072 5.22 153577 9121 5.94 986592.7
47 Alaska 1584548 56405 3.56 145590 3504 2.41 2166029.4
48 Wyoming 604578 53086 8.78 30710 2503 8.15 1044611.0
49 Maine 1496778 42265 2.82 188088 5991 3.19 1113498.5
50 District of Columbia 1151484 38670 3.36 113004 3765 3.33 1631577.2
51 Hawaii 1023552 26958 2.63 92076 1849 2.01 722912.8
52 Vermont 961542 13415 1.40 127475 2656 2.08 1540959.9

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region Swabs Confirmations NewConfirmations CasesPercentIncrease ConfirmationRate HospitalizedWithSymptoms IntensiveCare ActiveCases Deceased FatalityRate
Lombardia 6039796 558814 2526 0.45 9.25 3583 359 48470 27699 4.96
Veneto 4523375 320271 756 0.24 7.08 1002 123 25409 9460 2.95
Campania 2629484 239562 1637 0.69 9.11 1399 106 67332 3981 1.66
Emilia-Romagna 3391095 232938 1538 0.66 6.87 1886 175 40013 10049 4.31
Piemonte 2274943 232108 869 0.38 10.20 1924 144 12345 9109 3.92
Lazio 3652138 217436 1089 0.50 5.95 2140 256 41393 5440 2.50
Sicilia 2072966 144722 491 0.34 6.98 1055 169 35307 3804 2.63
Toscana 2422330 141886 727 0.52 5.86 685 126 11549 4400 3.10
Puglia 1418783 133479 1020 0.77 9.41 1427 169 41600 3554 2.66
Liguria 933085 73241 332 0.46 7.85 597 57 4937 3499 4.78
Friuli Venezia Giulia 1231738 71575 290 0.41 5.81 440 64 10185 2671 3.73
Marche 746607 60048 515 0.87 8.04 532 75 7959 2085 3.47
P.A. Bolzano 593384 47566 640 1.36 8.02 247 37 8189 930 1.96
Abruzzo 811199 47043 357 0.76 5.80 507 53 11057 1545 3.28
Umbria 716693 40321 494 1.24 5.63 439 84 7878 884 2.19
Sardegna 655411 40037 87 0.22 6.11 350 33 14066 1054 2.63
Calabria 549118 35048 115 0.33 6.38 224 23 6793 640 1.83
P.A. Trento 562487 29915 219 0.74 5.32 152 28 2670 1176 3.93
Basilicata 226920 14093 90 0.64 6.21 69 4 3346 350 2.48
Molise 147578 9298 107 1.16 6.30 64 8 1532 303 3.26
Valle d’Aosta 73275 7895 9 0.11 10.77 14 2 144 412 5.22

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed NewConfirmations CasesPercentIncrease Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
Ontario 287873 611 0.21 6637 23 0.35 2.31 19567.45 451.13 1 in 51
Quebec 274831 984 0.36 10173 24 0.24 3.70 32190.38 1191.54 1 in 31
Alberta 128235 314 0.25 1760 16 0.92 1.37 29057.50 398.81 1 in 34
British Columbia 72750 445 0.62 1288 10 0.78 1.77 14234.24 252.01 1 in 70
Manitoba 30588 81 0.27 866 4 0.46 2.83 22205.17 628.67 1 in 45
Saskatchewan 26145 188 0.72 350 2 0.57 1.34 22125.54 296.19 1 in 45
Nova Scotia 1590 0 0.00 65 0 0.00 4.09 1626.67 66.50 1 in 615
New Brunswick 1382 5 0.36 22 0 0.00 1.59 1771.81 28.21 1 in 564
Newfoundland and Labrador 660 50 8.20 4 0 0.00 0.61 1265.91 7.67 1 in 790
Nunavut 303 0 0.00 1 0 0.00 0.33 NA NA 1 in NA
Prince Edward Island 114 0 0.00 0 0 NaN 0.00 720.80 0.00 1 in 1387
Yukon 71 1 1.43 1 0 0.00 1.41 1728.42 24.34 1 in 579
Northwest Territories 43 0 0.00 0 0 NaN 0.00 957.60 0.00 1 in 1044
Repatriated Travellers 13 0 0.00 0 0 NaN 0.00 NA NA 1 in NA

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Deaths)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 84022.08 1469.70 1 in 12
India 8134.99 116.17 1 in 123
Brazil 46657.69 1134.68 1 in 21
United Kingdom 60589.61 1753.57 1 in 17
Russia 27667.11 539.18 1 in 36
France 51748.45 1208.45 1 in 19
Spain 65495.82 1387.63 1 in 15
Italy 44598.15 1538.44 1 in 22
Turkey 31830.10 337.63 1 in 31
Germany 28148.59 782.35 1 in 36
Colombia 44531.67 1165.60 1 in 22
Argentina 45527.35 1130.09 1 in 22
Mexico 15316.98 1335.58 1 in 65
Poland 41522.80 1064.35 1 in 24
Iran 18528.25 724.61 1 in 54
South Africa 26228.51 840.44 1 in 38
Ukraine NA NA 1 in NA
Peru 37684.46 1338.05 1 in 27
Indonesia 4552.50 123.70 1 in 220
Czechia 100841.88 1680.94 1 in 10

US Detailed State and County Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the state/ county level in USA.

Epidemic Curve: Delta in Confirmed Cases in US States

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various US states. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 30 states in USA as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in US States

Number of Deaths in the past 24 hrs

Top 100 US Counties with the Highest Cases and Deaths

All NYC boroughs are mentioned together as New York County

County State Confirmations Deaths FatalityRate
Los Angeles California 1161926 18804 1.62
Maricopa Arizona 496037 8414 1.70
Cook Illinois 464573 9114 1.96
Miami-Dade Florida 391162 5121 1.31
Harris Texas 333279 4702 1.41
Riverside California 285414 3524 1.23
San Bernardino California 280949 2308 0.82
Dallas Texas 272661 3123 1.15
Orange California 255254 3493 1.37
San Diego California 250791 2979 1.19
Tarrant Texas 234246 2625 1.12
Clark Nevada 221215 3600 1.63
Queens New York 192278 8420 4.38
Kings New York 190455 8708 4.57
Bexar Texas 187062 2646 1.41
Broward Florida 183224 2229 1.22
Suffolk New York 152603 2936 1.92
Nassau New York 137944 2798 2.03
Salt Lake Utah 134729 715 0.53
Bronx New York 130483 5605 4.30
El Paso Texas 118715 2235 1.88
Philadelphia Pennsylvania 114308 3009 2.63
Palm Beach Florida 113457 2315 2.04
Orange Florida 108617 1015 0.93
Franklin Ohio 108550 1060 0.98
Middlesex Massachusetts 106911 3282 3.07
Santa Clara California 106749 1643 1.54
Pima Arizona 106253 2053 1.93
Hillsborough Florida 105621 1395 1.32
Milwaukee Wisconsin 105455 1222 1.16
Westchester New York 100504 2010 2.00
Kern California 99570 677 0.68
Wayne Michigan 99157 4063 4.10
Hennepin Minnesota 97956 1565 1.60
New York New York 93185 3724 4.00
Cuyahoga Ohio 92243 1500 1.63
Fresno California 92168 1291 1.40
Mecklenburg North Carolina 92022 810 0.88
Sacramento California 89988 1372 1.52
Marion Indiana 88881 1601 1.80
Gwinnett Georgia 87985 856 0.97
Utah Utah 87334 304 0.35
St. Louis Missouri 86196 1831 2.12
Duval Florida 85764 1012 1.18
Shelby Tennessee 84214 1423 1.69
Fulton Georgia 81334 1038 1.28
King Washington 81330 1311 1.61
Essex Massachusetts 80676 2067 2.56
Collin Texas 79257 669 0.84
Providence Rhode Island 78666 1674 2.13
Oklahoma Oklahoma 78430 647 0.82
Davidson Tennessee 78284 806 1.03
Alameda California 77926 1088 1.40
Fairfield Connecticut 76511 1986 2.60
Ventura California 74959 732 0.98
Suffolk Massachusetts 74944 1633 2.18
DuPage Illinois 74578 1145 1.54
Travis Texas 73538 796 1.08
Oakland Michigan 72750 1944 2.67
Allegheny Pennsylvania 72699 1630 2.24
Bergen New Jersey 71752 2550 3.55
Hidalgo Texas 70992 2549 3.59
Prince George’s Maryland 70646 1283 1.82
Wake North Carolina 70566 501 0.71
Hamilton Ohio 70556 768 1.09
Jefferson Kentucky 69885 754 1.08
Jefferson Alabama 69253 1278 1.85
Essex New Jersey 69103 2598 3.76
Middlesex New Jersey 68221 2023 2.97
Tulsa Oklahoma 68160 645 0.95
New Haven Connecticut 67586 1859 2.75
Hartford Connecticut 67328 2223 3.30
Cobb Georgia 66209 825 1.25
San Joaquin California 64969 992 1.53
Hudson New Jersey 64747 1937 2.99
Will Illinois 63176 869 1.38
Fairfax Virginia 63148 827 1.31
Pinellas Florida 62788 1372 2.19
Douglas Nebraska 62567 602 0.96
Worcester Massachusetts 62562 1934 3.09
Montgomery Maryland 61330 1368 2.23
Erie New York 61067 1535 2.51
Greenville South Carolina 60248 795 1.32
Contra Costa California 60142 610 1.01
Denton Texas 59849 589 0.98
Lake Illinois 57810 895 1.55
Denver Colorado 57582 749 1.30
Macomb Michigan 57321 1918 3.35
Fort Bend Texas 55272 525 0.95
Lee Florida 55176 849 1.54
Ocean New Jersey 54318 1753 3.23
DeKalb Georgia 54173 732 1.35
Passaic New Jersey 54037 1640 3.03
Polk Florida 53925 1050 1.95
Stanislaus California 53842 894 1.66
Union New Jersey 53612 1713 3.20
Bristol Massachusetts 53468 1423 2.66
Richmond New York 52801 1507 2.85
Monmouth New Jersey 52646 1340 2.55
Sedgwick Kansas 52423 630 1.20

Overall US Choropleth Map

Choropleths are an ideal way to visualize the past/ current COVID-19 hotspots within a country. The below were the overall (not current) hotspots in the US.

County level COVID-19 Confirmations Map

Canada Detailed Province Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the province level in Canada.

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in the most affected Canadian provinces- Quebec, Ontario, Alberta and British Columbia. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Epidemic Curve: Delta in Confirmed Cases in Canadian Provinces

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in Canadian Provinces

Number of Deaths in the past 24 hrs

Data Sources

Github Repo: CSSEGISandData, The NY Times, amodm/api-covid19-in and pcm-dpc